کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
489773 704628 2015 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Large-scale Microscopic Simulation of Taxi Services
ترجمه فارسی عنوان
شبیه سازی میکروسکوپی گسترده خدمات تاکسی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی

The paper presents research on large-scale microscopic simulation of taxi services in Berlin based on floating car data collected by the Taxi Berlin fleet, the largest taxi association in Germany's capital. Firstly, Berlin's taxi market is shortly described and the demand and supply data obtained from FCD analysed. Secondly, the online taxi dispatching problem formulation for this specific case is given, followed by the definition of two real-time rule-based heuristics used to dispatch taxis dynamically within the simulation. Finally, the simulation setup in MATSim is described, and the results obtained with both heuristics are analysed and compared in terms of dispatching performance, proving the effectiveness of the second strategy at different demand scales.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Computer Science - Volume 52, 2015, Pages 358-364